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Economic Growth

Theory and Numerical Solution Methods

  • Integrates analysis of theoretical models of economic growth and computational methods to produce numerical solutions
  • Features a detailed discussion of economic policy issues
  • Provides Excel and Matlab files on an accompanying website

Part of the book series: Springer Texts in Business and Economics (STBE)

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Table of contents (12 chapters)

  1. Front Matter

    Pages i-xviii
  2. Introduction

    • Alfonso Novales, Esther Fernández, Jesús Ruiz
    Pages 1-59
  3. The Neoclassical Growth Model Under a Constant Savings Rate

    • Alfonso Novales, Esther Fernández, Jesús Ruiz
    Pages 61-110
  4. Optimal Growth: Continuous Time Analysis

    • Alfonso Novales, Esther Fernández, Jesús Ruiz
    Pages 111-167
  5. Optimal Growth: Discrete Time Analysis

    • Alfonso Novales, Esther Fernández, Jesús Ruiz
    Pages 169-211
  6. Numerical Solution Methods

    • Alfonso Novales, Esther Fernández, Jesús Ruiz
    Pages 213-278
  7. Endogenous Growth Models

    • Alfonso Novales, Esther Fernández, Jesús Ruiz
    Pages 279-329
  8. Additional Endogenous Growth Models

    • Alfonso Novales, Esther Fernández, Jesús Ruiz
    Pages 331-409
  9. Growth in Monetary Economies: Steady-State Analysis of Monetary Policy

    • Alfonso Novales, Esther Fernández, Jesús Ruiz
    Pages 411-460
  10. Transitional Dynamics in Monetary Economies: Numerical Solutions

    • Alfonso Novales, Esther Fernández, Jesús Ruiz
    Pages 461-538
  11. Empirical Methods: Frequentist Estimation

    • Alfonso Novales, Esther Fernández, Jesús Ruiz
    Pages 539-579
  12. Empirical Methods: Bayesian Estimation

    • Alfonso Novales, Esther Fernández, Jesús Ruiz
    Pages 581-619
  13. Mathematical Appendix

    • Alfonso Novales, Esther Fernández, Jesús Ruiz
    Pages 621-645
  14. Back Matter

    Pages 647-655

About this book

This is the third corrected and extended edition of a book on deterministic and stochastic Growth Theory and the computational methods needed to produce numerical solutions. Exogenous and endogenous growth, non-monetary and monetary models are thoroughly reviewed. Special attention is paid to the use of these models for fiscal and monetary policy analysis. Models under modern theories of the Business Cycle, New Keynesian Macroeconomics, and Dynamic Stochastic General Equilibrium models, can be all considered as special cases of economic growth models, and they can be analyzed by the theoretical and numerical procedures provided in the textbook.


Analytical discussions are presented in full detail. The book is self-contained and it is designed so that the student advances in the theoretical and the computational issues in parallel. Spreadsheets are used to solve simple examples. Matlab files are provided on an accompanying website to illustrate theoretical results from all chapters as well as to simulate the effects of economic policy interventions. The logical structure of these program files is described in "Numerical exercise"-type of sections, where the output of these programs is also interpreted. The third edition corrects a few typographical errors, includes two new and original chapters on frequentist and Bayesian estimation, and improves some notation.

Authors and Affiliations

  • Department of Quantitative Economics, Complutense University of Madrid, Madrid, Spain

    Alfonso Novales, Esther Fernández, Jesús Ruiz

About the authors

Alfonso Novales is a Professor of Economics at the Department of Quantitative Economics at Universidad Complutense (Madrid). He holds a Ph.D. in Economics from the University of Minnesota and a Ph.D. in Mathematics from Universidad del Pais Vasco. He was Assistant Professor at the State University of New York (Stony Brook) and Visiting Professor at the graduate schools of Yokohama University and Keio University. He has been President of the Spanish Economic Association and chairman of FEDEA (Fundación de Estudios de Economía Aplicada, Madrid). He has published in Econometrica, Journal of Economic Dynamics and Control, Journal of Macroeconomics, International Journal of Forecasting, Journal of Forecasting, Journal of Time Series Analysis, Journal of Banking and Finance, Economic Modelling, European Journal of Operations Research, Computational Economics, Computational Statistics, Journal of International Financial Institutions, Markets and Money, International Journal of Moneyand Finance, Journal of Fututrs Markets, Applied Financial Economics, Applied Economics Letters, Quarterly Review of Economics and Finance, Quarterly Journal of Finance, Quantitative Finance, Journal of Risk and Financial Management, and International Journal of Finance, and he has contributed with chapters to several books on Macroeconomics and Econometrics. He is the author of Econometria and Estadistica y Econometría, both textbooks edited by McGrawHill in Spanish. His research interests include Economic Policy Evaluation and Financial Econometrics.


Esther Fernández is Associate Professor of Economics at the Department of Quantitative Economics at Universidad Complutense (Madrid). Her Ph.D. dissertation was selected as the best doctoral dissertation in Economics at Universidad Complutense in 1999. Her research interests include Monetary Theory, Economic Growth, and Environmental Economics. She has published at Journal of Economic Dynamics and Control,Energy Policy and Economic Modelling, and Spanish academic journals.


Jesús Ruiz is Associate Professor of Economics at the Department of Quantitative Economics at Universidad Complutense (Madrid). He obtained his Ph.D. in Economics from Universidad Complutense in 1997. He has published in Journal of Economic Dynamics and Control, Energy Journal, Energy Policy, International Review of Economic and Finance, Economic Modelling, Journal of Macroeconomics, Empirical –Economics, Applied Financial Economics, Spanish Economic Review and other Spanish journals, and he has contributed with chapters to books on Computational Economics. His research interests include Economic Policy Evaluation in Dynamic Macroeconomic Models and Environmental Economics.

Bibliographic Information

Buy it now

Buying options

eBook USD 69.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 89.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 129.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access